So basically, on exchanges, you can put a bid for Bitcoin. If someone accepts your bid at the price you put, that becomes the new Bitcoin price. If you then put up a bid to sell Bitcoin, and someone buys it for the price you put, then that becomes the Bitcoin price instead.